Peter M. Steiner

Covariate Selection for Doubly Robust Double/debiased Machine Learning Estimators for Causal Inference

It is demonstrated that successful use of ML for causal inference depends not only on the ML algorithm but also on how the information obtained through covariate selection is incorporated into causal effect estimation.